Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.9459770 0.9915581 0.9387047 0.0534311 0.9325243
bt 0.7816092 0.8292168 0.9825062 0.1573482 0.4939147
maxnet 0.6551724 0.7778911 0.9844714 0.2055581 0.4419387
gam 0.7724138 0.8198024 0.9764347 0.1573985 0.4871492
glm 0.6977011 0.7183324 0.8770003 0.1918719 0.4095432

Variable Importance

Partial Dependence